The Turing Language

Repositories

• MCMCChains.jl

  Types and utility functions for summarizing Markov chain Monte Carlo simulations

  markov-chain julia-language mcmc
  Julia 11 82 11 2 Updated Sep 4, 2020

• Turing.jl

  Bayesian inference with probabilistic programming.

  machine-learning julia-language artificial-intelligence probabilistic-programming bayesian-inference mcmc turing
  Julia MIT 117 962 116 10 Updated Sep 2, 2020

• Bijectors.jl

  Implementation of normalising flows and constrained random variable transformations

  bayesian-inference mcmc-sampler transforms turing-language
  Julia MIT 11 75 17 (1 issue needs help) 4 Updated Sep 2, 2020

• AdvancedHMC.jl

  Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

  mcmc hmc hamiltonian-monte-carlo nuts
  Julia MIT 15 76 26 (1 issue needs help) 2 Updated Sep 1, 2020

• TuringTutorials

  Educational material and tutorials for the Turing language

  machine-learning julia probabilistic-programming turing-language
  Jupyter Notebook MIT 34 53 17 (1 issue needs help) 3 Updated Sep 1, 2020

• DistributionsAD.jl

  Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff
  Julia MIT 9 52 16 (1 issue needs help) 4 Updated Aug 28, 2020

• turing.ml

  The home for all Turing website & documentation resources.
  MIT 0 0 0 0 Updated Aug 28, 2020

• DynamicPPL.jl

  Implementation of domain-specific language (DSL) for dynamic probabilistic programming
  Julia MIT 3 19 39 6 Updated Aug 27, 2020

• NestedSamplers.jl

  Implementations of single and multi-ellipsoid nested sampling

  bayesian-inference nested-sampling evidence-based nested-samplers
  Julia MIT 1 9 3 (1 issue needs help) 4 Updated Aug 23, 2020

• AbstractMCMC.jl

  Abstract types and interfaces for Markov chain Monte Carlo methods
  Julia MIT 3 16 2 0 Updated Aug 23, 2020

• AdvancedPS.jl

  A particle sampler library in Julia

  particle-filter sequential-monte-carlo particle-mcmc
  MIT 2 4 6 1 Updated Aug 18, 2020

• Libtask.jl

  C shim for task copying in Turing

  coroutines threads continuations
  Julia MIT 3 7 2 1 Updated Aug 14, 2020

• AdvancedVI.jl

  A library for variational Bayesian methods in Julia
  Julia MIT 4 9 6 1 Updated Aug 8, 2020

• MCMCDebugging.jl

  MCMCDebugging.jl: debugging utilities for MCMC samplers
  Julia 0 0 0 0 Updated Aug 1, 2020

• AdvancedMH.jl

  Robust implementation for random-walk Metropolis-Hastings algorithms

  mcmc metropolis-hastings adaptive-mcmc
  Julia MIT 4 14 6 1 Updated Jul 5, 2020

• EllipticalSliceSampling.jl

  Julia implementation of elliptical slice sampling.

  julia-language mcmc turing markov-chain-monte-carlo slice-sampling
  Julia MIT 1 7 0 0 Updated Jul 4, 2020

• IRTracker.jl

  Dynamically track IR as a graph, using source transformations
  Julia 2 27 10 0 Updated Jun 29, 2020

• TuringExamples

  A Bayesian zoo
  Julia 5 7 9 2 Updated May 8, 2020

• ThArrays.jl

  A Julia interface for PyTorch's C++ backend, focusing on Tensor, AD, and JIT

  deep-learning julia torch pytorch
  Julia MIT 1 20 2 0 Updated Apr 17, 2020

• BenchmarkReports

  Benchmark Reports of Turing.jl
  MIT 0 0 0 0 Updated Mar 5, 2020

• Nanosoldier.jl

  Forked from JuliaCI/Nanosoldier.jl

  A package for running JuliaCI services on MIT's Nanosoldier cluster
  Julia 8 0 0 0 Updated Mar 5, 2020

• MCMCBenchmarks.jl

  Forked from StatisticalRethinkingJulia/MCMCBenchmarks.jl

  Comparing performance and results of mcmc options using Julia
  Julia 4 0 0 0 Updated Jul 12, 2019